Bathymetry retrieval from CubeSat image sequences with short time lags

International Journal of Applied Earth Observation and Geoinformation(2022)

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摘要
•Bathymetry retrieval from sequences of CubeSat images with short time lags.•Introducing a neural network-based depth retrieval (NNDR) method.•A comprehensive study on the potential of PlanetScope products in bathymetry retrieval.•Leveraging image sequences improved depth retrieval w.r.t. single image analysis.•NNDR outperformed standard optimal band ratio analysis (OBRA).
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关键词
CubeSats,PlanetScope,Bathymetry,Image averaging,Short time lag,Machine learning,River,Depth
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